Ha, the fight in that video was fucking awesome.
Goku technically won, but his dumbness took over. He could have ended it in base form with the kryptonite. Vegeta would have killed him with the kryptonite soon as it was exposed.
Na, Vegeta is more arrogant than anyone. He would want to prove himself and then proceed to get whooped by Superman.